Ekkono
Click to visit website
About
Ekkono provides edge AI solutions designed for deployment on resource-constrained devices. It focuses on sensor data analysis, condition monitoring, performance optimization and sustainability. Their software supports incremental learning, real-time data preprocessing, and anomaly detection. They offer a Software Development Kit (SDK) for model generation, optimization, evaluation and implementation, and support model life-cycle management (MLCM).
Platform
Task
Features
• performance optimization
• condition monitoring
• edge ai
• condition-based maintenance
• ai on everything
• adaptive automation
• sustainable products embedded edge ai
• individual condition monitoring
FAQs
How is this different from TensorFlow Lite/Micro?
TensorFlow Lite/Micro is designed for deep learning tasks like image classification on edge devices. However, the vast majority of edge ML use cases focus on sensor data—such as pressure, temperature, or power consumption—rather than images. These scenarios require functionality like incremental learning, real-time data preprocessing and anomaly detection, which TensorFlow Lite/Micro lacks.
How we verify that a model learns correctly
Machine learning models are inherently designed to filter out noise and disturbances in data, so minor variations are typically disregarded without requiring additional measures. To ensure a model is learning correctly, Ekkono provides several built-in tools: 1. Track Error Over Time: Ekkono monitors error trends to confirm learning. A steady decrease in error indicates effective training. 2. Pause Training: Temporarily disable training to see if the model maintains performance, confirming it has learned relevant patterns. 3. Handle Sensor Errors: Systematic sensor errors should be addressed at the IoT platform level. Alternatively, Ekkono can monitor sensors individually using change detection. These features ensure reliable learning without the need for extra error-checking functionality.
Pricing Plans
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
Featured Tools
adly.news
adly.news is a free platform that simplifies newsletter advertising, connecting businesses with engaged audiences through ad slots, offering bidding, negotiation, and messaging.
View Details
PDF Translator
PDF Translator is an AI-powered tool for instant document translations. Upload PDFs, select from 100+ languages, and get format-preserving translations for free.
View Details
DeVoice
DeVoice is an AI-powered audio and video tool that offers unlimited, accurate transcription, AI rap generation, and background noise removal capabilities.
View Details
DeepSwapAI
DeepSwapAI is a professional AI face swap platform for developers, offering enterprise-grade face exchange technology with RESTful API, SDKs, and batch processing.
View DetailsFace Swap AI
Face Swap AI is a free AI tool for instant face swapping in photos and videos, delivering stunning HD results without signup or watermarks for creative projects.
View Details
StoryShort
StoryShort is an AI creation tool that helps you create viral faceless videos on auto-pilot, generating engaging content in minutes.
View Details
AIhumanize
AIhumanize is an advanced AI humanizer tool that transforms AI-written text into natural, authentic writing, helping you bypass all major AI detectors.
View Details
LoveGen AI
LoveGen AI is an all-in-one platform integrating major image and video AI models, enabling creation from text, visual enhancement, and video generation.
View Details
Capacity
Capacity is an AI tool that helps you turn any idea into a working web app, including fullstack applications and cloned websites, without writing code.
View DetailsNano Banana Pro
Nano Banana Pro is a reasoning-first 4K AI image editor designed for creative teams to generate lossless 4K visuals, transparent PNGs, and high-quality exports.
View Details
ImageTranslator
ImageTranslator is an AI-powered online tool that translates text in images instantly, supporting over 100 languages while preserving original layout.
View DetailsSeedance 2
Seedance 2 is a groundbreaking AI video generation technology that delivers 1080p cinematic quality with advanced motion synthesis and multi-shot storytelling.
View Details
KissGen AI
KissGen AI is the best AI kissing video generator, transforming memories into lifelike kissing videos with realistic animations and custom styles.
View Details